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Master100

January.2021 Week-4 Recurrent Shadow Attention Model (RSAM) for shadow removal in high resolution urban land-cover mapping Joint Deep Learning for land cover and land use classification A shadow constrained conditional generative adversarial net for SRTM data restoration A CNN Approach to Simultaneously Count Plants and Detect PlantationRows from UAV Imagery Leaf area density from airborne LiDAR: Comparing sensors .. 2022. 2. 24.
January.2021 Week-3 A Comparative Assessment of the Performance of Individual Tree Crowns Delineation Algorithms from ALS Data in Tropical Forests Cross-site learning in deep learning RGB tree crown detection Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks Automatic tree parameter extraction by a Mobile LiDAR System in an urban context Deep learning and process und.. 2022. 2. 24.
January.2021 Week-2 Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data A benchmark dataset for individual tree crown delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network Imputation of Individual Longleaf Pine (Pinus palustris Mill.) Tree Attributes from Field and LiDAR Data NEON Crowns: a r.. 2022. 2. 24.
January.2021 Week-1 Effective machine and deep learning algorithms for wood filtering and tree species classification from terrestrial laser scanning An unexpectedly large count of trees in the West African Sahara and Sahel Improving the Precision of Tree Counting by Combining Tree Detection with Crown Delineation and Classification on Homogeneity Guided Smoothed High Resolution (50 cm) Multispectral Airborne Digit.. 2022. 2. 24.
Street Tree Mapping Deep learning network : YOLOv3 for street tree detection / LaneNet for distance estimation 2022. 2. 23.
Terrestrial Laser Scanning Device info : BLK360 / Leica-Geosystems Inc. 2022. 2. 23.
December.2020 Week-5 Data fusion of high-resolution satellite imagery and LiDAR data for automatic building extraction An unexpectedly large count of trees in the West African Sahara and Sahel Mapping tree density at a global scale An Improved Convolution Neural Network-Based Model for Classifying Foliage and Woody Components from Terrestrial Laser Scanning Data An Automatic Approach for Palm Tree Counting in UAV Im.. 2022. 2. 12.
December.2020 Week-4 From sunlight to seed: Assessing limits to solar radiation capture and conversion in agro-ecosystems How much will precision nitrogen management pay off? An evaluation based on simulating thousands of corn fields over the US Corn-Belt Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches Satellites reveal a small positive yield effect from c.. 2022. 2. 12.
December.2020 Week-3 A Google Earth Engine-enabled software for efficiently generating high-quality user-ready Landsat mosaic images A summary of the special issue on remote sensing of land change science with Google earth engine An automated rice mapping method based on flooding signals in synthetic aperture radar time series Google Earth Engine for geo-big data applications: A meta-analysis and systematic review G.. 2022. 2. 12.
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